fix: correct fastembed SparseTextEmbedding import path

fix: Dockerfile syntax error - extract model preload to script

feat: add HF Spaces deployment with pre-cached models + Neon Postgres

implement Phase 5: Adaptive Router and SQL Tool

enhance AdaptiveRAG with Qdrant integration and chunking capabilities